The Rangers midfielder was dismissed just half-an-hour into the match against The Royals for two bookable offences.
Watson had only just returned to the side following his one game suspension for his sending off in the game at Swansea earlier this month.
He will now be forced to sit-out QPR's two next games against Derby County and Leicester City.